The email shimmered on Maya’s phone screen. She reread it, the words blurring around the edges. Her breath hitched. Her acceptance letter. Her scholarship acceptance letter. Then, the sentence she hadn’t noticed the first time: “We regret to inform you…” A tremor ran through her.

Her fingers fumbled, dropping the phone onto the worn carpet of her dorm room. The air felt suddenly thin. She felt like a balloon that had been punctured, slowly deflating. This was her lifeline. Her escape. Gone.

She felt a strange disconnect, as if she were watching herself from outside. Her hands started to shake. The words, the stark reality, felt unreal.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion surprised. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 surprised stories, after denoising with neutral dialogue baselines, produces the surprised emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the surprised vector is projected through the unembedding matrix.

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219